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Low, Gavin

https://orcid.org/0000-0002-4959-8934

Mayo Clinic

University of Alberta

Citations 6

Comparing FIB-4, VCTE, pSWE, 2D-SWE, and MRE Thresholds and Diagnostic Accuracies for Detecting Hepatic Fibrosis in Patients with MASLD: A Systematic Review and Meta-Analysis
Wilson, Mitchell P. , Singh, Ranjit , Mehta, Shyam B. , Fung, Christopher , Low, Gavin , Wilson, Mitchell Patrick , Murad, Mohammad Hassan, Fung, Christopher , Low, Gavin , Mehta, Shyam, Murad, M. Hassan

Diagnostics | June 24, 2025 | Volume: 15 | Issue: 13 | Pages: 1598

10.3390/diagnostics15131598 Get It

Objectives: To compare thresholds and accuracies of FIB-4, vibration-controlled transient elastography (VCTE), point shear wave elastography (pSWE), 2D shear wave elastography (2D-SWE), and MR elastography (MRE) for detecting hepatic fibrosis in patients with MASLD. Materials and Methods: Systematic searching of MEDLINE, EMBASE, Cochrane Library, Scopus, and the gray literature from inception to March 2024 was performed. Studies evaluating accuracies of FIB-4, VCTE, 2D-SWE, pSWE, and/or MRE for detecting significant (≥F2) and/or advanced (≥F3) hepatic fibrosis in MASLD patients compared to histology were identified. Full-text review and data extraction were performed independently by two reviewers. Multivariate meta-analysis and subgroup analyses were performed using index test and fibrosis grading. Risk of bias was assessed using QUADAS-2. Results: 207 studies with over 80,000 patient investigations were included. FIB-4 1.3 threshold sensitivity was 71% (95% CI 66–75%) for detecting advanced hepatic fibrosis, which improved to 88% (85–91%) using a <0.75 threshold. FIB-4 specificity using a 2.67 threshold was 96% (94–97%). Sensitivities of 88–91% were achieved using thresholds of 3.2 kPa for pSWE, 4.92 kPa for 2D-SWE, 7.18 kPa for VCTE, and 2.32 kPa for MRE. No significant differences were identified for sensitivities in subgroup analysis with thresholds between 7 and 9 kPa. Most imaging-based studies were high risk of bias for the index test. Conclusions: A FIB-4 threshold of <0.75 and modality-dependent thresholds (VCTE < 7 kPa; pSWE <3 kPa; 2D-SWE <5 kPa; and MRE <2.5 kPa) would achieve sensitivities of around 90% when defining low-risk MASLD in population screening. A modified two-tier algorithm aligning with existing Society of Radiologists in Ultrasound guidelines would improve risk stratification accuracies compared to existing guidelines by European and American liver societies.
Diagnostic Accuracy of MRI for the Detection of Malignant Peripheral Nerve Sheath Tumors: A Systematic Review and Meta-Analysis
Wilson, Mitchell P. , Katlariwala, Prayash , Low, Gavin , Jacques, Line , Jack, Andrew , Murad, Mohammad H, Murad, M. Hassan , McInnes, Matthew D. F.

American Journal of Roentgenology | April 28, 2021 | Volume: 217 | Issue: 1 | Pages: 31-39

10.2214/ajr.20.23403 Get It

Diagnostic Accuracy of Limited MRI Protocols for Detecting Radiographically Occult Hip Fractures: A Systematic Review and Meta-Analysis
Wilson, Mitchell P. , Nobbee, Dorian, Dhillon, Suki, Katlariwala, Prayash , Low, Gavin , Murad, Mohammad H, Murad, M. Hassan , McInnes, Matthew D. F.

American Journal of Roentgenology | July 13, 2020 | Volume: 215 | Issue: 3 | Pages: 559-567

10.2214/ajr.19.22676 Get It

Diagnostic Performance of MRI in the Detection of Renal Lipid-Poor Angiomyolipomas: A Systematic Review and Meta-Analysis
Wilson, Mitchell P. , Patel, Deelan , Murad, M. Hassan , McInnes, Matthew D. F. , Katlariwala, Prayash , Low, Gavin , Murad, M Hassan , McInnes, Matthew D F

Radiology | June 30, 2020 | Volume: 296 | Issue: 3 | Pages: 511-520

10.1148/radiol.2020192070 Get It

Accuracy of liver and spleen stiffness on magnetic resonance elastography for detecting portal hypertension: a systematic review and meta-analysis
Singh, Ranjit , Wilson, Mitchell P. , Katlariwala, Prayash , Low, Gavin , Murad, Mohammad H, Murad, M. Hassan , McInnes, Matthew D. F.

European Journal of Gastroenterology & Hepatology | April 13, 2020 | Volume: 32 | Issue: 2 | Pages: 237-245

10.1097/meg.0000000000001724 Get It

Introduction The purpose of this systematic review and meta-analysis was to evaluate the diagnostic accuracy of liver and spleen stiffness on magnetic resonance elastography (MRE) for detecting clinically significant portal hypertension. Methods A systematic review of MEDLINE, EMBASE, Scopus, the Cochrane Library, and the Grey Literature through to 15 August 2019 was performed. Original articles with >10 patients evaluating liver and/or spleen stiffness on MRE using a reference standard of portal hypertension defined as intractable ascites, esophageal varices, encephalopathy and/or death were included in analysis. Patient, clinical, MRI, and diagnostic performance was independently acquired by two reviewers. Meta-analysis was performed using a bivariate mixed-effects regression model. Results Fourteen studies were included with 12 studies evaluating liver stiffness and eight studies evaluating spleen stiffness. The pooled and weighted sensitivity, specificity, and area under the curve (AUC) values for liver stiffness on MRE were 83% [95% confidence interval (CI) 72–90%], 80% (95% CI 70–88%), and 88% (95% CI 85–91%), respectively. The pooled and weighted sensitivity, specificity, and AUC values for spleen stiffness on MRE were 79% (95% CI 61–90%), 90% (95% CI 80–95%), and 92% (95% CI 89–94%), respectively. The liver and spleen stiffness sensitivity and specificity values were comparable when evaluating for esophageal varices only at of 80% (95% CI 66–89%) and 76% (95% CI 62–86%) for liver stiffness, and 75% (95% CI 52–90%) and 89% (95% CI 70–96%) for spleen stiffness. Discussion Liver and spleen stiffness on MRE can serve as a supplemental noninvasive assessment tools for detecting clinically significant portal hypertension. Spleen stiffness may be more specific and accurate than liver stiffness for detecting portal hypertension.
Reliability of magnetic resonance elastography using multislice two‐dimensional spin‐echo echo‐planar imaging (SE‐EPI) and three‐dimensional inversion reconstruction for assessing renal stiffness
Low, Gavin , Owen, Nicola , Joubert, Ilse , Patterson, Andrew J. , Graves, Martin J. , Glaser, Kevin J. , Alexander, Graeme , Lomas, David J.

Journal of Magnetic Resonance Imaging | December 24, 2014 | Volume: 42 | Issue: 3 | Pages: 844-850

10.1002/jmri.24826 Get It

BackgroundTo evaluate the reliability of MRE using a spin‐echo echo‐planar imaging (SE‐EPI) renal MRE technique in healthy volunteers.MethodsInstitutional review board approved prospective study in which all participants provided written informed consent. Sixteen healthy volunteers comprising seven males and nine females with a median age of 35 years (age range: 23 to 59 years) were included. Coronal 90 Hz and 60 Hz MRE acquisitions were performed twice within a 30‐min interval between examinations. Renal MRE reliability was assessed by (i) test–retest repeatability, and (ii) inter‐rater agreement between two independent readers. The MRE‐measured averaged renal stiffness values were evaluated using: intraclass correlation coefficient (ICC), Bland‐Altman and the within‐subject coefficient of variation (COV).ResultsFor test–retest repeatability, Bland‐Altman showed a mean stiffness difference between examinations of 0.07 kPa (95% limits of agreement: −1.41, 1.54) at 90 Hz and 0.01 kPa (95% limits of agreement: −0.51, 0.53) at 60 Hz. Coefficient of repeatability was 1.47 kPa and 0.52 kPa at 90 Hz and 60 Hz, respectively. The within‐subject COV was 13.6% and 7.7% at 90 Hz and 60 Hz, respectively. ICC values were 0.922 and 0.907 for test–retest repeatability and 0.998 and 0.989 for inter‐rater agreement, respectively (P < 0.001).ConclusionSE‐EPI renal MRE is a reliable technique. J. Magn. Reson. Imaging 2015;42:844–850.